RRepoGEO

REPOGEO REPORT · LITE

SkyWorkAIGC/SkyPaint-AI-Diffusion

Default branch main · commit a1fafc71 · scanned 5/30/2026, 1:52:59 AM

GitHub: 647 stars · 37 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface SkyWorkAIGC/SkyPaint-AI-Diffusion, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README opening to highlight SkyPaint as a multilingual AI image generator

    Why:

    CURRENT
    # SkyPaint-Chinese-EN-v-1.0
    #### English Document
    #### Hugging Face 模型主页:链接
    #### SkyPaint是由奇点智源开发的中英双语文本生成图像的项目,目前还在持续更新优化中。
    COPY-PASTE FIX
    # SkyPaint: Multilingual AI Image Generator for Modern Art Styles
    
    SkyPaint is an optimized, multilingual AI image generator based on Stable Diffusion, capable of producing high-quality images in modern art styles from both Chinese and English text prompts. Developed by Singularity AI, this project is continuously being updated and optimized.
  • mediumtopics#2
    Add application-focused topics to improve category matching

    Why:

    CURRENT
    ai-painting, aigc, artificial-intelligence, bert, clip, cv, dalle2, diffusion, dreambooth, generative-art, latent-diffusion, machine-learning, midjourney, openai, pytorch, stable-diffusion, text-to-image, text2image
    COPY-PASTE FIX
    ai-painting, aigc, artificial-intelligence, bert, clip, cv, dalle2, diffusion, dreambooth, generative-art, latent-diffusion, machine-learning, midjourney, openai, pytorch, stable-diffusion, text-to-image, text2image, ai-image-generator, multilingual-text-to-image, chinese-text-to-image, modern-art-ai
  • lowreadme#3
    Add a "Why SkyPaint?" section to explicitly state core differentiators

    Why:

    COPY-PASTE FIX
    ## Why SkyPaint?
    
    SkyPaint stands out as an AI image generator specifically optimized for both Chinese and English text inputs, leveraging a uniquely trained CLIP model (SkyCLIP) for superior multilingual understanding. Unlike generic Stable Diffusion models, SkyPaint is fine-tuned to consistently generate high-quality images in diverse modern art styles, making it ideal for creators seeking culturally relevant and aesthetically refined AI-generated art.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface SkyWorkAIGC/SkyPaint-AI-Diffusion
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. Stable Diffusion · recommended 2×
  3. DALL-E 3 · recommended 2×
  4. Leonardo.Ai · recommended 2×
  5. Automatic1111 web UI · recommended 1×
  • CATEGORY QUERY
    What AI tool generates high-quality images from both Chinese and English text descriptions?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. Automatic1111 web UI
    4. ComfyUI
    5. DALL-E 3
    6. ChatGPT Plus
    7. Microsoft Copilot Pro
    8. Leonardo.Ai
    9. Fooocus
    10. Ideogram

    AI recommended 10 alternatives but never named SkyWorkAIGC/SkyPaint-AI-Diffusion. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an optimized AI image generator for modern art styles with multilingual text input.
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. DALL-E 3
    4. Leonardo.Ai
    5. Adobe Firefly

    AI recommended 5 alternatives but never named SkyWorkAIGC/SkyPaint-AI-Diffusion. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of SkyWorkAIGC/SkyPaint-AI-Diffusion?
    pass
    AI named SkyWorkAIGC/SkyPaint-AI-Diffusion explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts SkyWorkAIGC/SkyPaint-AI-Diffusion in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SkyWorkAIGC/SkyPaint-AI-Diffusion explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo SkyWorkAIGC/SkyPaint-AI-Diffusion solve, and who is the primary audience?
    pass
    AI named SkyWorkAIGC/SkyPaint-AI-Diffusion explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
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